| Methods |
CC on Training Dataset |
CC on Independent test |
| Gumbel distribution [16] |
0.34 |
0.37 |
| Vihinen’s methods [16] |
0.31 |
0.33 |
| Karplus and Schulz ’s methods [16] |
0.30 |
0.33 |
| NS [26] |
0.34 |
- |
| KS [26] |
0.38 |
- |
| PS [26] |
0.41 |
- |
| 2-stage SVR [12] |
0.53 |
0.55 |
| This worka |
0.60 |
0.41 |
| This work (combination)b |
0.57 |
0.58 |
athe results are from the method with the best CC value on training dataset in Table
3, e.g. the Random Forest with 30 attributes
bthe results are from the Random Forest with 30 attributes in Table 4. The CC
values on training dataset is the average CC values of the five inner folds, and the
CC value of the independent test is the related outer folds |
